2025-12-16-14_articles_updated
Published:
期刊: Nature Aging
标题: GDF3通过在衰老过程中改变染色质可及性促进脂肪组织巨噬细胞介导的炎症
英文标题: GDF3 promotes adipose tissue macrophage-mediated inflammation via altered chromatin accessibility during aging
链接: https://www.nature.com/articles/s43587-025-01034-6
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 尿液中微RNA衰老时钟准确预测生物年龄
英文标题: A urinary microRNA aging clock accurately predicts biological age
链接: https://www.nature.com/articles/s41514-025-00311-3
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 一个开源筛选平台加速了药物组合的发现
英文标题: An open-source screening platform accelerates discovery of drug combinations
链接: https://www.nature.com/articles/s41467-025-66223-8
期刊: cs.LG updates on arXiv.org
标题: 关于ReLU激活在物理信息机器学习中的失效
英文标题: On the failure of ReLU activation for physics-informed machine learning
链接: https://arxiv.org/abs/2512.11184
期刊: cs.LG updates on arXiv.org
标题: 任务感知的多专家架构用于终身深度学习
英文标题: Task-Aware Multi-Expert Architecture For Lifelong Deep Learning
链接: https://arxiv.org/abs/2512.11243
期刊: cs.LG updates on arXiv.org
标题: 参数化数值积分与（微分）机器学习
英文标题: Parametric Numerical Integration with (Differential) Machine Learning
链接: https://arxiv.org/abs/2512.11530
期刊: cs.LG updates on arXiv.org
标题: 在复杂化学空间中推广长程机器学习势
英文标题: Generalization of Long-Range Machine Learning Potentials in Complex Chemical Spaces
链接: https://arxiv.org/abs/2512.10989
期刊: cs.LG updates on arXiv.org
标题: TAEGAN：生成用于数据增强的合成表格数据
英文标题: TAEGAN: Generating Synthetic Tabular Data For Data Augmentation
链接: https://arxiv.org/abs/2410.01933
期刊: cs.LG updates on arXiv.org
标题: REDELEX：关系深度学习探索框架
英文标题: REDELEX: A Framework for Relational Deep Learning Exploration
链接: https://arxiv.org/abs/2506.22199
期刊: cs.LG updates on arXiv.org
标题: 大型语言模型代理在药物发现中执行模块化任务
英文标题: Large Language Model Agent for Modular Task Execution in Drug Discovery
链接: https://arxiv.org/abs/2507.02925
期刊: cs.LG updates on arXiv.org
标题: HyperSBINN：一种用于高效药物心脏安全性评估的基于超网络的系统生物学信息神经网络
英文标题: HyperSBINN: A Hypernetwork-Enhanced Systems Biology-Informed Neural Network for Efficient Drug Cardiosafety Assessment
链接: https://arxiv.org/abs/2408.14266
期刊: cs.LG updates on arXiv.org
标题: 深度学习的统计物理学：在插值附近最优多层感知器的学习
英文标题: Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation
链接: https://arxiv.org/abs/2510.24616
期刊: cs.LG updates on arXiv.org
标题: 一个用于大规模建筑热数据生成的高度可配置框架，以推动机器学习研究
英文标题: A Highly Configurable Framework for Large-Scale Thermal Building Data Generation to drive Machine Learning Research
链接: https://arxiv.org/abs/2512.00483
期刊: cs.LG updates on arXiv.org
标题: 可解释的机器学习研究环绕气体密度分布：宇宙流体动力学模拟的敏感性分析
英文标题: Interpretable machine learning of halo gas density profiles: a sensitivity analysis of cosmological hydrodynamical simulations
链接: https://arxiv.org/abs/2512.09021